ENTERPRISE

Stop Losing Millions to
Infrastructure Fragmentation

Infrastructure inconsistencies across teams cost enterprises $10-20M annually. Transform fragmentation into standardization.

Aster
Fortune 50 Automotive
FourKites
MPL
Niyo
PubMatic
Tekion
Aster
Fortune 50 Automotive
FourKites
MPL
Niyo
PubMatic
Tekion
THE CHALLENGE

The Hidden Cost of Infrastructure Fragmentation

Where Enterprise Money Disappears

Productivity Loss

$8-12M yearly from delays and troubleshooting

Compliance Chaos

$2-4M from policy inconsistencies

Resource Waste

$1-3M from over-provisioning

A large enterprise tracked $14 million annual losses from operational inefficiencies across 1,500 engineers

STEPS

Centrally Sourced Automations

Move away from siloed automation to pre-approved central modules

1

Identify Patterns

Identify common infrastructure patterns across all projects

2

Build Abstraction Layer

Create reusable modules with enterprise-grade contracts

3

Source Centrally

Version-controlled, approved automation library

4

Self-serve Project Teams

Projects compose solutions from pre-validated components

Components

VPC & Networking
Kubernetes Cluster + Node Pools
Database (PostgreSQL)
Machine learning model (MLOps)
Apache Spark with Databricks
Storage Buckets
Monitoring & Logging (mandated)
Security Policies (mandated)

Variations

Team A
Kubernetes only private cloud deployment
Team B
Data Application with Apache Spark
Team C
Complex App with Real-time, ML Ops
IMPLEMENTATION

Enterprise Implementation Strategy

Phased rollout designed for large-scale adoption — validate, expand, then transform.

1

Pilot Program

Month 1 — 1 representative team, 2 applications.

  • Validate enterprise integration requirements
  • Establish inner-sourcing processes
  • Measure initial productivity improvements
  • Build internal advocacy and expertise
2

Division Rollout

Months 2–6 — 1 business unit, 20 applications.

  • Scale automation library for diverse use cases
  • Establish governance and policy frameworks
  • Train platform teams on inner-sourcing
  • Measure enterprise-scale impact
3

Enterprise-Wide

Months 6–12 — All teams, all applications, all environments.

  • Complete standardization across organization
  • Full automation of compliance and security
  • AI-native operational intelligence
  • Strategic platform team transformation
ENTERPRISE READINESS

Enterprise-Grade Platform Capabilities

Reliability, Security & Support needs

Scale & Performance

Built for enterprise demands

  • Maintain business unit level isolation
  • Global deployments
  • 99.9% uptime SLA guarantee
  • Multi-region disaster recovery

Security & Compliance

Enterprise-grade security

  • Zero Trust Architecture
  • Encryption everywhere
  • SOC 2, ISO 27001
  • Comprehensive audit trails

Enterprise Support

White-glove service

  • Dedicated Success Manager
  • 24/7 Technical Support with SLAs
  • Professional Services team
  • Executive Business Reviews
Kaushal Bagtharia
We now have a single source of truth for infrastructure with Facets enabling smarter auto-scaling and faster environment replication.
Read Case Study

Kaushal Bagtharia

AVP, DevOps · MPL

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TRANSFORMATION

Enterprise Platform Engineering Transformation

From Reactive Support to Strategic Enablement

Transformation

Traditional Platform Team

Capacity Allocation

  • 40% - Responding to environment requests
  • 30% - Maintaining project-specific automations
  • 20% - Manual coordination between tools
  • 10% - Strategic platform development

Financial Impact

  • 50+ automation variants requiring maintenance
  • Manual compliance cycles consuming weeks
  • Inconsistent security across projects

Result

  • Minimal organizational impact
  • Constant firefighting
  • Team burnout

Facets-Enabled Platform Team

Capacity Allocation

  • 60% — Strategic platform capabilities and innovation
  • 25% — Inner-sourcing organization-wide automation
  • 10% — Monitoring and optimization
  • 5% — Exception handling and support

Financial Impact

  • Single source of truth for all automation
  • Automated compliance with continuous enforcement
  • Security by design with centralized validation

Result

  • Organization-wide productivity multiplication
  • Proactive enablement
  • Team satisfaction

Enterprise Impact

5× First Year ROI90% Reduction in Ops Tickets60% Platform Team Capacity FreedSecurity By design

Get to 100% standardization - fast

Transform scattered automations into unified platform excellence. Save millions, multiply productivity.